NO.PZ2022081802000113
问题如下:
Question Which of the following errors would most likely be a result of overfitting a machine learning model?
选项:
A.Inability to recognize relationships within the training data
B.A predictive model that treats true parameters as if they are noise
C.The discovery of unsubstantiated patterns that lead to prediction errors
解释:
SolutionC is correct. Overfitting a model can lead to the discovery of unsubstantiated patterns that lead to prediction errors and incorrect output forecasts.
A is incorrect. The inability to recognize relationships within the training data most likely results from underfitting the model.
B is incorrect. The development of a predictive model that treats true parameters as if they are noise is most likely a result of underfitting the model.
讲义上对于over fitting 和underfitting都有B选项这句话,是不是B本身没错,但C更适合?